Machine Learning Developer

1 semana atrás

Rondônia, Brasil Altametrics Tempo inteiro

**Machine Learning Developer/Natural Language Processing Engineer**
**Location: Remote (Romania)**
**Work Schedule: Pacific Standard Time**

Responsibilities:

- Model Development and Pre-Training:

- Research and implement advanced pre-training techniques for NLP models, including self-supervised learning and masked language modeling.
- Fine-tune transformer-based architectures (e.g., BERT, GPT, T5) to achieve state-of-the-art performance on domain-specific tasks.
- Post-Training and RAG Implementation:

- Develop and optimize retrieval-augmented generation pipelines, leveraging tools like LangChain for knowledge integration.
- Speech-to-Text Systems:

- Evaluate and deploy automatic speech recognition (ASR) tools such as Whisper, DeepSpeech, or Kaldi, ensuring high accuracy across diverse audio datasets.
- Model Deployment and Optimization:

- Collaborate with DevOps teams to deploy NLP models in production environments, ensuring scalability, low latency, and reliability.
- Data Processing and Feature Engineering:

- Build and maintain pipelines for tokenization, text normalization, and feature extraction tailored to specific use cases.
- Optimize large-scale datasets for efficient model training and inference.

Requirements:
Educational Background:

- Bachelor’s, Master’s, or PhD in Natural Language Processing, Machine Learning, Artificial Intelligence, Data Science, or a related field.

Experience:

- Minimum 3 years of professional experience in NLP, machine learning, or related fields.

Technical Skills:

- Expertise in transformer architectures (e.g., BERT, GPT, T5) and pre-training methodologies.
- Experience with post-training tools like LangChain and retrieval-based frameworks (RAG).
- Familiarity with ASR engines, such as Whisper, DeepSpeech, Kaldi, or Julius, and their integration into NLP pipelines.
- Strong programming skills in Python, with experience in libraries like Hugging Face Transformers, PyTorch, and TensorFlow.
- Knowledge of model deployment technologies (e.g., Docker, Kubernetes) and serving frameworks like FastAPIor TorchServe.
- Proficiency with data processing tools such as spaCy, NLTK, and OpenAI APIs.

Preferred Skills:

- Experience with optimizing NLP models for real-time inference and low-latency environments.
- Familiarity with vector search engines like FAISS, Pinecone, or Weaviate.
- Understanding of domain-specific language tasks such as named entity recognition (NER), text summarization, or sentiment analysis.

  • Innovation Leader for Machine Learning Excellence

    Há 6 dias

    Rondônia, Brasil beBeeMachineLearning Tempo inteiro R$180.000 - R$220.000

    Job TitleAmbitious innovation leader sought to drive machine learning excellence.Lead a team of engineers, fostering collaboration and providing mentorship.Develop and refine large language models (LLMs) for NLP tasks like text generation and summarization.Architect scalable ML solutions using cloud services, ensuring security, monitoring, and...

  • Machine Learning Engineering Manager

    2 semanas atrás

    Rondônia, Brasil airSlate Tempo inteiro

    At **airSlate**, our journey began in Boston, USA, in 2008. What started as a single product with 3,000 customers has grown into an influential tech company with 900+ team members across six offices worldwide. In 2022, airSlate reached a total valuation of $1.25 billion and became a 'Unicorn \uD83E\uDD84'. But even as we scale, team members remain our most...

  • Artificial Intelligence Model Developer

    Há 7 dias

    Rondônia, Brasil beBeeMachineLearning Tempo inteiro US$120.000 - US$150.000

    Machine Learning Specialist PositionWe are seeking an experienced Machine Learning specialist to drive business growth and customer satisfaction by developing and deploying machine learning models.Key Responsibilities:Model Development: Research and implement advanced pre-training techniques for NLP models, including self-supervised learning and masked...

  • Machine Learning Internship

    2 semanas atrás

    Rondônia, Brasil Provectus Tempo inteiro

    Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI use cases, and scaling their AI initiatives organization-wide in such industries as Healthcare & Life Sciences,...

  • Senior Next.js Developer

    2 semanas atrás

    Rondônia, Brasil Makai Labs Tempo inteiro

    **About Makai** Makai uses best-in-class Al and data to solve real-world operational and strategic challenges at scale. Our Makai Automation Platform consists of a library of pre-built components and modules to facilitate enterprise automation via a unified human-machine teaming interface. Until now, people have had to learn and adapt to software. Makai...

  • Senior Full Stack Developer

    2 semanas atrás

    Rondônia, Brasil Genesis Digital LLC Tempo inteiro

    **About Genesis Digital**:Genesis Digital is the powerhouse behind the ultimate marketing and sales automation platform, empowering a wide range of users - from individual entrepreneurs and creators to global businesses - to streamline their operations and achieve remarkable growth. We are passionate about innovation, building robust and scalable solutions,...

  • Senior Developer in Test

    2 semanas atrás

    Rondônia, Brasil Genesis Digital LLC Tempo inteiro

    **About Genesis Digital**:Genesis Digital is the powerhouse behind the ultimate marketing and sales automation platform, empowering a wide range of users - from individual entrepreneurs and creators to global businesses - to streamline their operations and achieve remarkable growth. We are passionate about innovation, building robust and scalable solutions,...

  • Senior Java Developer

    Há 5 dias

    Rondônia, Brasil DVT Tempo inteiro

    DVT is a leading global custom software development and data engineering company, and we're looking for talented individuals to join our dynamic team! Here, you will collaborate with some of the most accomplished developers in the country and work with the latest cutting-edge technologies. At DVT, we believe in fostering a culture of continuous learning and...

  • Data Scientist

    1 semana atrás

    Rondônia, Brasil beBeeData Tempo inteiro

    Machine Learning EngineerWe're on a mission to raise the standard of trust online, and we need talented engineers like you to help us achieve our goals.We're looking for a Machine Learning Engineer who can build innovative solutions using machine learning models, statistical analyses, and data visualizations.About You:7+ years of experience in Data Science...

  • Principal Applied Scientist

    2 semanas atrás

    Rondônia, Brasil Neurons Lab Tempo inteiro

    **About the project**:**Duration: 4** weeks**Stage**: Assessment and Proof of Concept**Areas of Responsibility**:- Conduct a comprehensive analysis of current business challenges and opportunities for AI integration- Lead the identification and prioritization of GenAI use cases specific to client- Perform detailed risk assessments and ROI calculations for...